Pith Number

pith:EJJS6CTR

pith:2024:EJJS6CTR4AOXB4G3T4M5VKNK7S

not attested not anchored not stored refs pending

Benchmarking and Understanding Compositional Relational Reasoning of LLMs

Da Xiao, Hongliang Liang, Qingye Meng, Ruikang Ni, Shihui Zheng, Xiangyu Li

arxiv:2412.12841 v1 · 2024-12-17 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{EJJS6CTR4AOXB4G3T4M5VKNK7S}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

Receipt and verification

First computed	2026-07-05T09:50:21.379335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22532f0a71e01d70f0db9f19daa9aafc9c528e9f8af6d7a9a1b92381e62b479b

Aliases

arxiv: 2412.12841 · arxiv_version: 2412.12841v1 · doi: 10.48550/arxiv.2412.12841 · pith_short_12: EJJS6CTR4AOX · pith_short_16: EJJS6CTR4AOXB4G3 · pith_short_8: EJJS6CTR

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/EJJS6CTR4AOXB4G3T4M5VKNK7S \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 22532f0a71e01d70f0db9f19daa9aafc9c528e9f8af6d7a9a1b92381e62b479b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e3d90ce3194c307ad889d5f02e53e69bdd002e2bd1210ff488131045481c8d5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-17T12:10:38Z",
    "title_canon_sha256": "4ddcbd344a14cfed28fc8f88200d81866424f0ab2dfb65ff06a5fdad91869ca1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12841",
    "kind": "arxiv",
    "version": 1
  }
}